# Development Tools

Figma MCP Python is a tool that allows AI coding agents to directly access Figma files and prototypes, and supports quick integration into the development environment through MCP server configuration.

An experimental MCP server developed for the Kafka monitoring tool AKHQ, which helps AI assistants connect and assist users in working with AKHQ

A verified and secure MCP server collection for various integrations and tasks, covering categories such as REST API integration, research and data, and development tools.

An EigenLayer MCP service based on Next.js that provides document support for AI assistants and can be run locally or deployed to Vercel

Awesome MCP Servers is a curated list of Model Context Protocol (MCP) servers. MCP is an open protocol that enables AI models to securely interact with local and remote resources through standardized servers. This list focuses on production-ready and experimental MCP servers that extend AI capabilities through file access, database connections, API integration, and other context services.

The MCP server implemented by the VS Code extension provides a standardized context interaction protocol for AI assistants and supports the seamless integration of the development environment and LLMs.

This is an MCP server project based on the OpenAPI specification, used to handle the model context protocol of specific APIs, supports multiple transmission modes, and includes a complete development and testing toolchain.

This is an MCP server project based on the OpenAPI specification, used for the automated service generation of the Google GKE Hub API, supporting multiple transmission modes and development toolchains.

This project provides an MCP server/client implementation for interacting with the Limitless Developer API, supporting the acquisition of lifelog data through GET endpoints and including interactive call functionality.

This project provides a set of script tools for conveniently starting and managing MCP (Model Context Protocol) servers. It supports foreground and background modes and includes functions such as log management and process monitoring.

The Metal MCP Server provides document search and code generation functions for the Metal framework, supporting natural language queries and code generation in multiple programming languages.

Apple Doc MCP is a model context protocol server that provides direct access to Apple developer documentation. It is integrated into the AI programming assistant, supporting intelligent search, framework browsing, and detailed documentation retrieval.

Project startup involves creating a virtual environment, synchronizing dependencies, and running a development server. Pay attention to code hot reload and API key management, and refer to other MCP service implementations.

A curated list of Model Context Protocol (MCP) servers, optimized for AI assistants like Claude, providing services such as file access, database connection, and API integration to extend AI capabilities.

An MCP server for container runtimes supporting Podman and Docker

The UnifAI SDK now integrates the MCP server and supports TypeScript and Python languages

This is an MCP demonstration server based on FastMCP, used to host the documentation service of Clever Cloud. The project supports connection through an MCP client and provides development and testing tools.

This project is a Shopify MCP proxy and mock server that provides a secure and transparent bridge to the Shopify Storefront API for developers. It supports the mock.shop testing environment and integrates with client tools through standard input and output.

Sentry - MCP is a remote MCP server prototype that acts as upstream middleware for the Sentry API, supporting remote and standard input - output transmission modes.

A VS Code extension that implements the MCP protocol server, allowing AI clients to directly operate the code editor

The ZeroPath MCP Server is an open-source project that allows developers to query security findings such as SAST issues, secrets, and patches using natural language, and directly integrate them into AI-assisted tools. It simplifies the process of handling security issues, providing security context directly in the development environment without the need for manual dashboard or ticket management.

An MCP server that provides PureScript development tools for AI assistants, supporting functions such as code analysis and IDE server management.

A verified collection of secure MCP servers, including implementations, documentation, and examples for various integrations and tasks.

BuildClub.io Official MCP Server Configuration Guide

This is a template project for creating custom tools for Cursor IDE, based on the Model Context Protocol (MCP). It provides multiple deployment methods, including Heroku, Docker, and a local Python environment, and supports integration with Cursor IDE via SSE or stdio.

This is an MCP server project based on the OpenAPI specification, used to handle the ShipEngine API, supporting multiple transmission modes and development toolchains.

An MCP protocol server implemented with Node.js, Express, and TypeScript, providing tool, resource, and prompt functions, supporting both command - line and HTTP access methods.

An implementation of a Figma API server based on the Model Context Protocol (MCP), supporting Figma plugin and widget integration, and providing a rich set of Figma operation tools and a development environment.

Share MCP is a navigation site dedicated to the Model Context Protocol, offering a categorized display of MCP-related resources, tools, and services to help developers quickly find the required solutions.

This project is an MCP server based on the OpenAPI specification, used to handle API requests for the NDHM - HIU protocol, support multiple transmission modes, and provide a complete development toolchain.